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aftgee (version 1.2.1)

Accelerated Failure Time Model with Generalized Estimating Equations

Description

A collection of methods for both the rank-based estimates and least-square estimates to the Accelerated Failure Time (AFT) model. For rank-based estimation, it provides approaches that include the computationally efficient Gehan's weight and the general's weight such as the logrank weight. Details of the rank-based estimation can be found in Chiou et al. (2014) and Chiou et al. (2015) . For the least-square estimation, the estimating equation is solved with generalized estimating equations (GEE). Moreover, in multivariate cases, the dependence working correlation structure can be specified in GEE's setting. Details on the least-squares estimation can be found in Chiou et al. (2014) .

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install.packages('aftgee')

Monthly Downloads

408

Version

1.2.1

License

GPL (>= 3)

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Maintainer

Sy Han (Steven) Chiou

Last Published

October 7th, 2024

Functions in aftgee (1.2.1)

aftsrr

Accelerated Failure Time with Smooth Rank Regression
export_is.Surv

is.Surv function imported from survival
aftgee.control

Auxiliary for Controlling AFTGEE Fitting
QIC

Quasi Information Criterion
aftgee

Least-Squares Approach for Accelerated Failure Time with Generalized Estimating Equation
aftgee-package

aftgee: Accelerated Failure Time with Generalized Estimating Equation
export_Surv

Surv function imported from survival